Test 3: Verifying empty cases (no false positives)...
Found 5 ground truth file(s)

✓ 2.json: Correctly empty (no false positives)
❌ 3.json: False positive detected!
    Ground truth: 0 items
    Output: 1 items
    The LLM generated action items when there should be none for Michal
❌ 5.json: False positive detected!
    Ground truth: 0 items
    Output: 1 items
    The LLM generated action items when there should be none for Michal

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Results: 1/3 empty cases correct
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FAILED: Some files have false positives (generated items when there should be none)